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Crisis ready - how longitudinal data helps to make sense of crises and how to prepare for the next one
Published 2024Conference item -
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Longitudinal analysis using personalised 3D cardiac models with population-based priors: application to paediatric cardiomyopathies
Published 2017“…This is demonstrated by the application to longitudinal data of paediatric cardiomyopathies, where the estimated parameters provide additional information on the pathology and its evolution.…”
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Learning of weighted multi-layer networks via dynamic social spaces, with application to financial interbank transactions
Published 2019“…We propose a general network model suited for longitudinal data of multi-layer networks with directed and weighted edges. …”
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Longitudinal image registration with temporal-order and subject-specificity discrimination
Published 2020“…Furthermore, this work provides a quantitative analysis on several longitudinal-data-sampling strategies and, in turn, we propose a novel regularisation method based on maximum mean discrepancy, between differently-sampled training image pairs. …”
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